SU-C-BRA-04: Automated Segmentation of Head-And-Neck CT Images for Radiotherapy Treatment Planning Via Multi-Atlas Machine Learning (MAML)

X Ren; G Sharp; H Gao

doi:10.1118/1.4955565

SU-C-BRA-04: Automated Segmentation of Head-And-Neck CT Images for Radiotherapy Treatment Planning Via Multi-Atlas Machine Learning (MAML)

Medical Physics ◽

10.1118/1.4955565 ◽

2016 ◽

Vol 43 (6Part2) ◽

pp. 3321-3321 ◽

Cited By ~ 1

Author(s):

X Ren ◽

G Sharp ◽

H Gao

Keyword(s):

Machine Learning ◽

Head And Neck ◽

Treatment Planning ◽

Ct Images ◽

Automated Segmentation ◽

Radiotherapy Treatment Planning ◽

Radiotherapy Treatment

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Automatic segmentation of head and neck CT images for radiotherapy treatment planning using multiple atlases, statistical appearance models, and geodesic active contours

Medical Physics ◽

10.1118/1.4871623 ◽

2014 ◽

Vol 41 (5) ◽

pp. 051910 ◽

Cited By ~ 62

Author(s):

Karl D. Fritscher ◽

Marta Peroni ◽

Paolo Zaffino ◽

Maria Francesca Spadea ◽

Rainer Schubert ◽

...

Keyword(s):

Head And Neck ◽

Treatment Planning ◽

Active Contours ◽

Automatic Segmentation ◽

Ct Images ◽

Radiotherapy Treatment Planning ◽

Geodesic Active Contours ◽

Appearance Models ◽

Radiotherapy Treatment

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Integrating Data Envelopment Analysis into radiotherapy treatment planning for head and neck cancer patients

European Journal of Operational Research ◽

10.1016/j.ejor.2021.04.007 ◽

2021 ◽

Author(s):

Andrea Raith ◽

Matthias Ehrgott ◽

Fariza Fauzi ◽

Kuan-Min Lin ◽

Andrew Macann ◽

...

Keyword(s):

Head And Neck Cancer ◽

Data Envelopment Analysis ◽

Head And Neck ◽

Cancer Patients ◽

Treatment Planning ◽

Neck Cancer ◽

Data Envelopment ◽

Radiotherapy Treatment Planning ◽

Radiotherapy Treatment

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Dynamics of tumor hypoxia assessed by 18F-FAZA PET/CT in head and neck and lung cancer patients during chemoradiation: Possible implications for radiotherapy treatment planning strategies

Radiotherapy and Oncology ◽

10.1016/j.radonc.2014.10.010 ◽

2014 ◽

Vol 113 (2) ◽

pp. 198-203 ◽

Cited By ~ 47

Author(s):

Vikram R. Bollineni ◽

Michel J.B. Koole ◽

Jan Pruim ◽

Charlotte L. Brouwer ◽

Erwin M. Wiegman ◽

...

Keyword(s):

Lung Cancer ◽

Head And Neck ◽

Cancer Patients ◽

Treatment Planning ◽

Tumor Hypoxia ◽

Radiotherapy Treatment Planning ◽

Lung Cancer Patients ◽

Pet Ct ◽

Planning Strategies ◽

Radiotherapy Treatment

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[18FDG] PET-CT-Based Intensity-Modulated Radiotherapy Treatment Planning of Head and Neck Cancer

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2007.04.053 ◽

2007 ◽

Vol 69 (1) ◽

pp. 286-293 ◽

Cited By ~ 32

Author(s):

Mazen El-Bassiouni ◽

I. Frank Ciernik ◽

J. Bernard Davis ◽

Inas El-Attar ◽

Beatrice Reiner ◽

...

Keyword(s):

Head And Neck Cancer ◽

Head And Neck ◽

Treatment Planning ◽

Neck Cancer ◽

Intensity Modulated Radiotherapy ◽

Radiotherapy Treatment Planning ◽

Intensity Modulated ◽

18Fdg Pet ◽

Pet Ct ◽

Radiotherapy Treatment

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A prospective study to evaluate the impact of coregistered PET/CT images on radiotherapy treatment planning for esophageal cancer

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2004.06.044 ◽

2004 ◽

Vol 60 (1) ◽

pp. S139-S140 ◽

Cited By ~ 8

Author(s):

T. Leong ◽

C. Everitt ◽

K. Yuen ◽

S. Condron ◽

D. Binns ◽

...

Keyword(s):

Esophageal Cancer ◽

Prospective Study ◽

Treatment Planning ◽

Ct Images ◽

Radiotherapy Treatment Planning ◽

Pet Ct ◽

A Prospective Study ◽

The Impact ◽

Radiotherapy Treatment

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51. A novel algorithm (DirectDensity™) for reconstruction of simulation CT images used in radiotherapy treatment planning: dosimetric evaluation

Physica Medica ◽

10.1016/j.ejmp.2018.04.061 ◽

2018 ◽

Vol 56 ◽

pp. 94-95

Author(s):

A. D’Alessio ◽

E. D’Ippolito ◽

C. Tenconi ◽

T. Giandini ◽

S. Meroni ◽

...

Keyword(s):

Treatment Planning ◽

Ct Images ◽

Radiotherapy Treatment Planning ◽

Radiotherapy Treatment ◽

Novel Algorithm

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FDG-PET in radiotherapy treatment planning of advanced head and neck cancer—A prospective clinical analysis

Auris Nasus Larynx ◽

10.1016/j.anl.2006.01.002 ◽

2006 ◽

Vol 33 (3) ◽

pp. 303-309 ◽

Cited By ~ 6

Author(s):

Barbara Dietl ◽

Jörg Marienhagen ◽

Thomas Kühnel ◽

Christof Schaefer ◽

Oliver Kölbl

Keyword(s):

Head And Neck Cancer ◽

Head And Neck ◽

Treatment Planning ◽

Neck Cancer ◽

Fdg Pet ◽

Clinical Analysis ◽

Advanced Head ◽

Radiotherapy Treatment Planning ◽

Radiotherapy Treatment

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EP-1130: Accuracy of atlas-based autosegmentation in head and neck radiotherapy treatment planning

Radiotherapy and Oncology ◽

10.1016/s0167-8140(15)31248-2 ◽

2014 ◽

Vol 111 ◽

pp. S29-S30

Author(s):

K. De Souza ◽

R. Johnstone ◽

C. Thomas ◽

N. Milesi ◽

T. Greener ◽

...

Keyword(s):

Head And Neck ◽

Treatment Planning ◽

Radiotherapy Treatment Planning ◽

Head And Neck Radiotherapy ◽

Radiotherapy Treatment

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CT images and radiotherapy treatment planning of patients with breast cancer: A dataset

Data in Brief ◽

10.1016/j.dib.2017.06.002 ◽

2017 ◽

Vol 13 ◽

pp. 390-395 ◽

Cited By ~ 3

Author(s):

Mohammad Rezaei ◽

Ahmad Mohammadbeigi ◽

Karim Khoshgard ◽

Abbas Haghparast

Keyword(s):

Breast Cancer ◽

Treatment Planning ◽

Ct Images ◽

Radiotherapy Treatment Planning ◽

Radiotherapy Treatment

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Head-and-Neck MRI-only radiotherapy treatment planning: From acquisition in treatment position to pseudo-CT generation

Cancer/Radiothérapie ◽

10.1016/j.canrad.2020.01.008 ◽

2020 ◽

Vol 24 (4) ◽

pp. 288-297 ◽

Cited By ~ 1

Author(s):

A. Largent ◽

L. Marage ◽

I. Gicquiau ◽

J.-C. Nunes ◽

N. Reynaert ◽

...

Keyword(s):

Head And Neck ◽

Treatment Planning ◽

Radiotherapy Treatment Planning ◽

Radiotherapy Treatment

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